{"id":"W2070694192","doi":"10.3389/fpubh.2014.00135","title":"A Low-Cost Tele-Imaging Platform for Developing Countries","year":2014,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Universitaire de la Francophonie","keywords":"Developing country; Computer science; Economic growth; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002189505,0.0001642312,0.0004763753,0.0005013842,0.0002055876,0.00003793424,0.0001024387,0.00005875475,0.00002127535],"category_scores_gemma":[0.0004994952,0.0001532329,0.0000433806,0.0003822012,0.00005734458,0.0002828828,0.00002231663,0.0001924799,0.000005543342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008516182,"about_ca_system_score_gemma":0.001817011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001779046,"about_ca_topic_score_gemma":0.0001070126,"domain_scores_codex":[0.9977086,0.00005117754,0.0007047921,0.0003102004,0.000301178,0.0009240967],"domain_scores_gemma":[0.9989484,0.0001171764,0.0002162532,0.0002230815,0.0001465463,0.000348567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006697342,0.00004606404,0.2398916,0.0009147857,0.00001766697,0.000002231128,0.001675679,3.767358e-7,8.2714e-7,0.005680505,0.1566714,0.5950319],"study_design_scores_gemma":[0.003881795,0.0001961002,0.07264669,0.0001803333,0.000007025082,0.00002075197,0.001378217,0.002427301,0.00003324928,0.0007823932,0.9183036,0.0001425379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03174112,0.0002437418,0.8134499,0.1498351,0.001526367,0.002229403,0.00002527074,0.0001441899,0.000804916],"genre_scores_gemma":[0.764605,0.0005638585,0.1431585,0.08955413,0.0008327385,0.0004634702,0.0005842492,0.00006504509,0.0001729358],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7616323,"threshold_uncertainty_score":0.6248657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04832309044255409,"score_gpt":0.354392558880929,"score_spread":0.3060694684383749,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}